Articles and white papers
Practical guidance for turning a proof of concept, vibe-coded app, or new software idea into a product people can depend on.
The library
Engineering briefs
Readable code and instructions help developers build and repair systems. AI helps attackers understand them too. Once inside, they can use that knowledge to steal data, divert payments, and disrupt services.
Engineering briefs
A Sarolta engineering case study: governed AI-native software delivery with durable task orchestration and production evidence.
Engineering briefs
AI has made software easier to regenerate. The durable asset is the specification: the decisions, constraints, and evidence that make a system worth rebuilding.
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